Heesung Kwon

According to our database1, Heesung Kwon authored at least 77 papers between 1996 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2020
ME R-CNN: Multi-Expert R-CNN for Object Detection.
IEEE Trans. Image Processing, 2020

2019
SENSE: Semantically Enhanced Node Sequence Embedding.
CoRR, 2019

Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach.
CoRR, 2019

Semantics to Space(S2S): Embedding semantics into spatial space for zero-shot verb-object query inferencing.
CoRR, 2019

Integrating Propositional and Relational Label Side Information for Hierarchical Zero-Shot Image Classification.
CoRR, 2019

S-DOD-CNN: Doubly Injecting Spatially-Preserved Object Information for Event Recognition.
CoRR, 2019

Online Distributed Analytics at the Edge with Multiple Service Grades.
Proceedings of the IEEE International Conference on Smart Computing, 2019

Cooperative Learning for Multi-perspective Image Classification.
Proceedings of the IEEE International Conference on Smart Computing, 2019

A RUGD Dataset for Autonomous Navigation and Visual Perception in Unstructured Outdoor Environments.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Is Pretraining Necessary for hyperspectral image classification?
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

DOD-CNN: Doubly-injecting Object Information for Event Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2019

Object and Text-guided Semantics for CNN-based Activity Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Discovering and Generating Hard Examples for Training a Red Tide Detector.
CoRR, 2018

On the Design of Resource Allocation Algorithms for Low-Latency Video Analytics.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Image Classification on the Edge for Fast Multi-Camera Object Tracking.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Unsupervised Estimation of Domain Applicability of Models.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Executing Analytics and Fusion Workloads on Transient Computing Resources in Tactical Environments.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Cross-Domain CNN for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Exploitation of Semantic Keywords for Malicious Event Classification.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Can You Spot the Semantic Predicate in this Video?
Proceedings of the Workshop Events and Stories in the News, 2018

2017
Going Deeper With Contextual CNN for Hyperspectral Image Classification.
IEEE Trans. Image Processing, 2017

ME R-CNN: Multi-Expert Region-based CNN for Object Detection.
CoRR, 2017

IOD-CNN: Integrating object detection networks for event recognition.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Enhanced object detection via fusion with prior beliefs from image classification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep Network Shrinkage Applied to Cross-Spectrum Face Recognition.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Deep Heterogeneous Face Recognition Networks Based on Cross-Modal Distillation and an Equitable Distance Metric.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Coalition Game Theory-Based Feature Subspace Selection for Hyperspectral Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Joint Deep Exploitation of Semantic Keywords and Visual Features for Malicious Crowd Image Classification.
CoRR, 2016

Fast Object Localization Using a CNN Feature Map Based Multi-Scale Search.
CoRR, 2016

Dynamic belief fusion for object detection.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Task-conversions for integrating human and machine perception in a unified task.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Contextual deep CNN based hyperspectral classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

DTM: Deformable template matching.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Weakly Supervised Localization Using Deep Feature Maps.
Proceedings of the Computer Vision - ECCV 2016, 2016

Seeing the Forest from the Trees: A Holistic Approach to Near-Infrared Heterogeneous Face Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Estimation of visible spectrum faces from polarimetric thermal faces.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

2015
Sparse kernel learning-based feature selection for anomaly detection.
IEEE Trans. Aerospace and Electronic Systems, 2015

Quality of information-aware real-time traffic flow analysis and reporting.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015

Human-autonomy sensor fusion for rapid object detection.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Shapely value based random subspace selection for hyperspectral image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Optimal Sparse Kernel Learning in the Empirical Kernel Feature Space for Hyperspectral Classification.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

Coalition game theory based feature subset selection for hyperspectral image classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Sparse Kernel-Based Ensemble Learning With Fully Optimized Kernel Parameters for Hyperspectral Classification Problems.
IEEE Trans. Geoscience and Remote Sensing, 2013

Contextual SVM Using Hilbert Space Embedding for Hyperspectral Classification.
IEEE Geosci. Remote Sensing Lett., 2013

Algorithms for Multispectral and Hyperspectral Image Analysis.
J. Electrical and Computer Engineering, 2013

Optimal sparse kernel learning for hyperspectral anomaly detection.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

2012
Sparse Kernel-Based Hyperspectral Anomaly Detection.
IEEE Geosci. Remote Sensing Lett., 2012

Contextual SVM for hyperspectral classification using Hilbert Space Embedding.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Support-Vector-Based Hyperspectral Anomaly Detection Using Optimized Kernel Parameters.
IEEE Geosci. Remote Sensing Lett., 2011

Hyperspectral anomaly detection using an optimized support vector data description method.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Generalized optimal Kernel-Based Ensemble Learning for hyperspectral classification problems.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Robust classification using support vector machine in low-dimensional manifold space for automatic target recognition.
Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011

2010
Optimal kernel bandwidth estimation for hyperspectral kernel-based anomaly detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A full diagonal bandwidth gaussian kernel SVM based ensemble learning for hyperspectral chemical plume detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2007
Kernel Eigenspace Separation Transform for Subspace Anomaly Detection in Hyperspectral Imagery.
IEEE Geosci. Remote Sensing Lett., 2007

Kernel Spectral Matched Filter for Hyperspectral Imagery.
International Journal of Computer Vision, 2007

A Comparative Analysis of Kernel Subspace Target Detectors for Hyperspectral Imagery.
EURASIP J. Adv. Sig. Proc., 2007

2006
Kernel Matched Subspace Detectors for Hyperspectral Target Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Kernel adaptive subspace detector for hyperspectral imagery.
IEEE Geosci. Remote Sensing Lett., 2006

2005
Kernel orthogonal subspace projection for hyperspectral signal classification.
IEEE Trans. Geoscience and Remote Sensing, 2005

Kernel RX-algorithm: a nonlinear anomaly detector for hyperspectral imagery.
IEEE Trans. Geoscience and Remote Sensing, 2005

Hyperspectral target detection using kernel orthogonal subspace projection.
Proceedings of the 2005 International Conference on Image Processing, 2005

Kernel spectral matched filter for hyperspectral target detection.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Kernel adaptive subspace detector for hyperspectral target detection.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Kernel Matched Signal Detectors for Hyperspectral Target Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004
Hyperspectral anomaly detection using kernel rx-algorithm.
Proceedings of the 2004 International Conference on Image Processing, 2004

Hyperspectral target detection using kernel matched subspace detector.
Proceedings of the 2004 International Conference on Image Processing, 2004

Hyperspectral Target Detection Using Kernel Spectral Matched Filter.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Projection-based adaptive anomaly detection for hyperspectral imagery.
Proceedings of the 2003 International Conference on Image Processing, 2003

2001
Unsupervised segmentation algorithm based on an iterative spectral dissimilarity measure for hyperspectral imagery.
Proceedings of the Visual Communications and Image Processing 2001, 2001

An adaptive segmentation algorithm using iterative local feature extraction for hyperspectral imagery.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Object-based SAR image compression using vector quantization.
IEEE Trans. Aerospace and Electronic Systems, 2000

An Adaptive Hierarchical Segmentation Algorithm Based on Quadtree Decomposition for Hyperspectral Imagery.
Proceedings of the 2000 International Conference on Image Processing, 2000

1998
Multiscale video compression using adaptive finite-state vector quantization.
J. Electronic Imaging, 1998

Very-Low-Bit-Rate Video Coding using Quadtree Decomposition and Cache-based Vector Quantization.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
Very Low Bit-Rate Video Coding Using Variable Block-Size Entropy-Constrained Residual Vector Quantizers.
IEEE Journal on Selected Areas in Communications, 1997

1996
Segmentation based wavelet coding of digital images.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996


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